TTR and Cognitive impairment: The following 11 predictors were associated with in-hospital mortality when the optimal λ value was 0.039: SMI, cognitive impairment, Barthel index, frailty, septic shock, HR, red blood cell distribution width (RDW), prealbumin concentration, blood urea nitrogen (BUN), K+, and international normalized ratio.